Psychological interventions to promote self-forgiveness: a systematic review

Background Being able to forgive one’s own wrongdoings improves the health and well-being of a person. People find it difficult to forgive themselves due to different reasons. It is essential to enhance the ability to accept one’s deeds and thereby enhance self-forgiveness. The current systematic review’s objective is to comprehend the application and efficiency of numerous interventions that improve self-forgiveness. Methods The search was done on electronic databases such as PubMed, ERIC, Web of Science, PsycNet, Science Direct, and Google Scholar. The initial search yielded 399 articles. After the duplicate removal, 19 articles met the eligibility criteria. Two studies were identified through related references. Thus, 21 articles were finalized for review. The study adhered to the PRISMA recommendations for systematic reviews. Results The 21 finalized articles varied in method, participants, research design, duration, measurement tools used, and observed outcomes. Thirteen of the 21 finalized articles followed interventions specifically designed to promote self-forgiveness. Interventions are seen to be applied at both individual and group levels. Conclusion The review categorizes the interventions into self-directed and group. The self-directed interventions, notably those based on Enright’s process model, demonstrate its efficiency in nurturing self-forgiveness. Self-forgiveness interventions are also found to be effective in promoting other positive psychological and clinical variables. Further implications and future research avenues are outlined. Supplementary Information The online version contains supplementary material available at 10.1186/s40359-024-01671-3.


Background of the study
Forgiveness as a core positive psychological and moral construct has gained recent research attention.It is defined as a "complex affective, cognitive, and behavioral phenomena in which negative affect and judgment toward one's offender are reduced, not by denying one's right to such affect but by viewing the offender with compassion, benevolence, and love" [1].Enright [2] described forgiveness in terms of a triad including forgiving others, obtaining forgiveness from others, and self-forgiveness.Self-forgiveness is a relatively recent and moderately explored psychological construct [3].It has been considered within the broader framework of self-compassion as a higher-level overarching construct [4].Despite this, it has historically and presently been regarded as one among several dimensions constituting the broader construct of forgiveness [4].Self-forgiveness shares some similarities and differences with the forgiveness of others.Like interpersonal forgiveness, self-forgiveness can be unconditional, irrespective of the essence of the transgression [5].Both entail the release of resentment, responding to specific events perceived as offensive to oneself or others [5].On the other hand, self-forgiveness may rely less on the behavior of others, while forgiving others is enabled when the offender apologizes or shows regret [6].An individual who experiences difficulties in forgiving oneself internalizes his/her negative emotions, while those who have difficulty forgiving others externalize their negative affect [7].
Various conceptualizations exist for the construct of self-forgiveness.For instance, considered as a moral virtue, it is defined as "people, on rationally determining that they have offended themselves by violating their sense of justice, self-forgive when they willfully abandon self-resentment and related responses (which begin as natural reactions when the violation of justice is acknowledged but can turn into toxic self-loathing) and endeavor to respond to themselves based on the moral principle of beneficence, which may include compassion, unconditional worth, generosity and moral love" [8].Alternative definitions of self-forgiveness have been proposed by many scholars, such as "a set of motivational changes whereby one becomes decreasingly motivated to avoid stimuli associated with the offense, decreasingly motivated to retaliate against the self, and increasingly motivated to act benevolently towards the self " [9].When the former defines self-forgiveness from a morality perspective, the latter describes it as a behavior or behavioral motivation.An alternative conceptualization pertains to the behavioral dimension in the process of self-forgiveness, which is "an emotion-focused coping strategy that involves reducing negative and increasing positive thoughts, emotions, motivations and behaviors regarding oneself " [10].A comparatively broader definition recognizes self-forgiveness as "the act of generosity and kindness toward the self following self-perceived inappropriate action" [11].The dual-process model of selfforgiveness defines "self-forgiveness as a moral repair strategy in which perpetrators (a) orient toward positive values by making a decision to accept responsibility for wrongdoing and align their behavior with positive values in the future as well as (b) restore esteem by replacing self-condemning emotions with self-affirming emotions" [12,13].
Even though there has been tremendous research on forgiveness, relatively little is known about forgiving one's own mistakes.Existing evidence suggests that the practice of self-forgiveness can help a lot of condemnation due to various offenses [14].Self-forgiveness improves psychological health, including life satisfaction [15], self-esteem [16], emotional stability [17], and perceived quality of life [18].Recent research reveals that selfcompassion and self-esteem significantly impact the nature and extent of self-forgiveness [19].It is also evident that interpersonal forgiveness, self-esteem, and selfforgiveness are all significantly correlated with subjective well-being [20].Additionally, individuals who are more self-forgiving also tend to engage in more fulfilling interpersonal interactions [21].Lower life satisfaction and self-esteem, as well as higher neuroticism, depression, anxiety, and anger, are all correlated with a lack of selfforgiveness [10].Authentically forgiving oneself is one of the best ways to overcome these negative thoughts and feelings [22].
The abstract nature of self-forgiveness hinders its promotion, making it hard to enhance or cultivate [2].Besides, Holmgren [23] suggests that the development of self-forgiveness encompasses three major components.Firstly, there needs to be an acknowledged objective wrongdoing committed by the individual, along with a genuine recognition of it as wrongdoing that causes a guilty feeling.The second element involves the individual's ability to let go of the grudge and guilt directed towards oneself, thereby initiating the process of selfforgiveness.Lastly, self-acceptance plays a significant role; the individual must fully accept oneself, acknowledge their imperfections, and demonstrate self-compassion to fully achieve self-forgiveness [23].Moreover, based on human experiences, most people are harder on themselves than others, making it difficult to reconcile themselves [2].Psychological defense mechanisms, such as rationalization and moral disengagements, are employed in response to threats to self-regard or moral integrity [24,25].These mechanisms collectively form a psychological immune system, which shields individuals from the negative impact of transgressions by preserving optimistic self-perceptions [26].Pseudo self-forgiveness is the process that involves offenders using these defenses to attain a positive self-regard following wrongdoing, essentially reconstructing the cognitive interpretation of their actions to mitigate emotional distress [9,16,27,28].Unlike genuine self-forgiveness, pseudo self-forgiveness lacks true acknowledgment of wrongdoing [29].The latter is characterized as a cognitive adaptation aimed at reducing emotional strain arising from moral transgressions [30].
However, practicing forgiveness towards oneself is comparatively more effortful than forgiving others [5,31,32].The extent to which a transgressor forgives oneself may be influenced by the severity of the offense, particularly in relation to its consequences [9].Likewise, in a therapeutic context, dealing with clients who require self-forgiveness is challenging since any mistake in decision-making can lead to self-hurt or self-harming behavior [33].Moreover, unless the self-transgression in the client is not managed correctly, it may become severe and eventually lead to depression and suicide [33].
Despite these challenges, promoting self-forgiveness is essential in interpersonal and intrapersonal contexts.In an interpersonal context, the person commits an objective wrong to another person, which induces shame or guilt in the wrongdoer [34].An intriguing aspect of self-forgiveness is its potential to enhance interpersonal relationships.The same study reported that in an intrapersonal context, the person does wrong to oneself, such as hurting oneself verbally or physically and then having a regretful negative feeling towards oneself [34].
Systematic reviews in the area of self-forgiveness are limited.A study that explores the nature and relationship between self-compassion, self-harm or suicidal ideation is the only systematic review that is been conducted in this area [35].Just like the interventions in forgiveness of others, numerous interventions have been employed to enhance self-forgiveness.However, no systematic review has been conducted to analyze various interventions that enhance self-forgiveness.Although a related review of self-forgiveness exists [36], the present study attempts to bring an in-depth analysis of the characteristics of interventions and outcomes.Hence, the aim of the systematic review includes (a) a narrative or descriptive synthesis of existing self-forgiveness interventions based on their characteristics and effectiveness and (b) to comprehensively present various positive psychological, clinical, and physiological outcomes of the interventions that promote self-forgiveness.

Methods
The guidelines for Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) were followed for the current systematic review [37].

Eligibility criteria
Quantitative and qualitative studies published in the English language with a focus on promoting self-forgiveness across diverse populations were included.No limits were placed on gender, age, ethnicity of the participants, and year of publication due to the limited number of studies in the area.Whereas, review papers, book chapters, conference proceedings, and abstracts were excluded.

Information sources and search strategy
Two authors independently searched PubMed, Web of Science, PsycNet, ScienceDirect, ERIC, and Google Scholar in January 2024.The broad keywords such as "self-forgiveness" OR "self forgiveness" were used due to limited number of studies in the area.These search terms were employed in each online database according to their search strategy.For instance, search strategy used in PubMed: ("self-forgiveness"[Title/Abstract]) OR ("self forgiveness"[Title/Abstract]), Web of Science: (TS=("selfforgiveness")) OR TS=("self forgiveness"), PsycNet: Abstract: "self forgiveness" OR Abstract: "self forgiveness", ScienceDirect: Title, abstract, keywords: "self-forgiveness" OR "self forgiveness", ERIC: "self-forgiveness" OR "self forgiveness".

Selection process
The relevant articles yielded from databases were exported to Zotero reference management software.After the removal of duplicates, the remaining studies were screened for title/ abstract by two reviewers.Studies that were found ineligible at this stage were removed.Full texts were retrieved for the studies that met eligibility criteria.Consequently, the same authors independently performed the full-text analysis.Any disagreements between the two reviewers during the selection process were resolved through consultation with the third reviewer.

Data collection process
After the full-text screening, significant information was extracted from eligible reports, including the name of the author(s) and year of publication, country, study design, characteristics of participants (sample and sample size), intervention promoting self-forgiveness, duration of intervention, and study outcomes.

Quality assessment and data synthesis
The risk of bias in the included studies was assessed by two reviewers using JBI critical appraisal tools for randomized controlled trials (RCTs) [36], quasi-experimental studies [38] and qualitative studies [39].The total "Yes" score ranges from 0 to 13 for randomized controlled studies, 0 to 9 for quasi-experimental studies, and 0 to 10 for qualitative studies.For studies with randomized controlled trials, a score of 1-4 indicates low quality, 5-8 medium quality, and 9-13 high quality.For the quasi-experimental reports, a quality score of ≥ 6 was considered.Regarding qualitative studies, 0-3 indicates high risk, 4-7 indicates moderate risk, and 8-10 indicates low risk.The checklist for randomized controlled trials included proper randomization baseline similarity and concealment of treatment being provided to assigned groups.The criteria for quasi-experimental reports included the presence of a control group, baseline similarity, and reliability of the measures used.The checklist for qualitative studies assessed the philosophical perspectives, methodological approaches, and ethical considerations in the included studies.The extracted evidence from eligible studies was narratively synthesized and presented descriptively.

Study selection
The systematic searches across the databases returned 399 records, including 30 studies from APA PsycNet, 28 from ScienceDirect, 113 from PubMed, 199 from Web of Science, 25 from ERIC, and a manual search from Google Scholar yielded four reports (see Fig. 1).After removing the duplicates, 256 records were screened based on title and abstract.This phase removed titles/abstracts that did not meet the eligibility criteria (k = 159).Out of 97 studies sought for full-text, 18 were unavailable.Thus, a full-text analysis has been done for the remaining 79 studies.Subsequently, 60 reports were eliminated due to various reasons, such as review papers (k = 6), non-English studies (k = 3), and non-empirical studies (k = 51).After excluding ineligible reports, 19 studies remained within the purview of analysis.Further, two studies were identified through a related citation search.Thus, the final analysis included 21 studies focusing on psychological interventions that enhance self-forgiveness.

Study characteristics
The included studies were conducted in the USA (k = 14), Korea (k = 1), Indonesia (k = 1), Istanbul (k = 1), Australia (k = 1), New Zealand (k = 1), UK (k = 1), and North America (k = 1) from 1997 to 2023.Among the 21 articles analyzed, 18 studies were in general populations.Two studies were in clinical populations, such as cancer patients [35] and participants with eating disorders [40], and the remaining one included people undergoing alcohol abuse treatment programs [41].The finalized articles were heterogeneous regarding research design, forms of interventions, and outcomes.Hence, the data was synthesized narratively or descriptively.Details of the included studies are shown in Table 1.Based on the review's objectives, the data analysis is restricted to identifying interventions to facilitate self-forgiveness and summarizing their impact on clinical and positive psychological outcomes.

Country
From the self-forgiveness point of view, REACH stands for Recalling the hurt, Empathise with oneself, Altruistically gifting oneself, Committed to the self-forgiveness process, and Hold on to the attained state [59].Griffin et al. [13] followed a six-step theory of intervention, such as receiving divine self-forgiveness, repairing the social bond, restoring positive self-regard, rethinking the rumination, REACH model of self-forgiveness, rebuilding the self-acceptance and resolving to live with virtue.The study by Massengale and Michael [51] adopted the intervention procedure of Griffin et al. [13].They incorporated terminology and methods tailored to address these issues, which involve educating individuals about selfappraisal issues and navigating the challenges associated with perfectionist tendencies using cognitive therapy techniques.Scherer et al. [41] introduced an additional layer to the intervention landscape by integrating motivational interviewing techniques designed to enhance motivation for change and mitigate resistance to participation, particularly within the framework of the REACH model.Their emphasis on self-discovery contrasts with direct educational methods, suggesting a nuanced approach to facilitating self-forgiveness.Further, the REACH model was found to be applied by Campana [43] in their study.Among these four studies, the first two were conducted on college students [13,51], the third one on individuals undergoing alcohol treatment programs [41], and the fourth among women experiencing breakups [43].The duration of intervention also varied such as six hours [13], two hours [51], and four hours within three weeks (30 to 90 min for each session) [41] and in the fourth study [43], the participants were free to finish the 15 sections of intervention at their own pace with two weeks.The first three studies described here effectively enhanced the self-forgiveness of the participants, whereas the study by Campana [43] showed no significant change in self-forgiveness.Positive psychological outcomes other than self-forgiveness included well-being [51], drinking refusal, self-efficacy [40], compassion, selfesteem, and trait forgiveness [43].The clinical outcomes of different studies include reduced state guilt, state shame [13,41,43], and anger [43].

(b) Enright's process model-based interventions.
Four of the included studies [40,44,47,57] followed Enright's process model, a psychoeducation intervention of self-forgiveness.The intervention module has four phases.The first phase is uncovering the emotions and defense mechanisms related to the hurt situation.Second is the decision phase, in which the participant commits to forgive.Third is the work phase, during which participants explore the past of the wrongdoer and build empathy and compassion.The fourth is the deepening phase, which focuses on finding new meaning in life.For each session, the participants were asked to go through a chapter in the book based on which upcoming session will be dealt with.The populations included grieving
There are different therapeutic interventions in the field of Psychology.The result of this review reveals two major self-directed therapeutic interventions that enhance the self-forgiveness of the participants.In their study, Cornish and Wade [14] tested the efficacy of emotionfocused counseling on self-forgiveness.They adapted the intervention developed by Worthington [60] with certain additions regarding self-forgiveness.The intervention incorporates Emotion-Focused Therapy (EFT) and the four Rs (Responsibility, Remorse, Restoration, and Renewal) of genuine self-forgiveness.The first task of the intervention is to make the participant accept responsibility for their action through discussions with the therapist.Maguen [50] evaluated the Impact of Killing (IOK) intervention grounded in cognitive behavior therapy and trauma-focused treatment.Initial sessions aimed to destigmatize veterans' reactions, followed by assignments focusing on self-forgiveness and cognitive behavior therapy techniques.The interventions were implemented in healthy adults [14] and combat veterans [50].The duration of the programs was 50-minute sessions over eight weeks [15] as well as six to eight sessions lasting 60 to 90 min [50] each.Cornish and Wade [14] observed an improvement in self-compassion in the study.Both interventions resulted in a significant reduction of clinical psychological variables such as self-condemnation and psychological distress [14,50] as well as post-traumatic stress disorder [50].

(d) Guided imagery interventions.
The result reveals the use of an Internal Family System (IFS) based guided imagery intervention in two of the studies [45,53].The guided imagery session comprised seven epochs, each lasting around five minutes and designed to evoke specific emotional states.Epochs included baseline, guided relaxation, second baseline, recalling the transgression, inner critique, authentic selfreflection, and concluding with the self-forgiving state.The guided meditation is implemented in university students [45] and medical education professionals [53].The study by Eaton and Ferrari [45] enhanced dispositional self-forgiveness, state self-forgiveness, and parasympathetic responses.At the same time, the other study enhanced self-forgiveness, the forgiveness of others, and the situational forgiveness of medical education professionals [53].
Certain studies examined self-forgiveness development through unique interventions [28,42,46,55].Woodyat and Wenzel [28] used transgression-relevant value affirmation in their study.The participants were instructed to identify a personally significant value, articulate the reasons behind its importance, and discuss a past instance in which their behavior aligned with that value.Bell et al. [61] crafted a manual comprising three components to foster self-forgiveness: (1) promoting a prosocial and responsible attitude through solution-focused strategies and psychoeducation; (2) removing obstacles to self-forgiveness by fostering unconditioned self-acceptance and reducing shame; and (3) encouraging healthy thoughts and behaviors to facilitate planning and sustaining selfforgiveness.Exline et al. [46] conducted an experiment in which the participants were asked to list any obstacles to self-forgiveness.They were then urged to let go of any extra guilt or sentiments of self-punishment they might have had in the past.Peterson et al. [55] developed an individualized approach in which the experimental group responded to eight questions promoting self-forgiveness related to drinking-related transgression.All four studies were conducted on undergraduate students.Among the four studies, the duration of intervention was mentioned only for the study [61], a single-sitting program that lasted 70 min.Self-forgiveness was enhanced in the study by Woodyat and Wenzel [29]; self-forgiving feelings and actions were improved by the study of Bell et al. [61], but not self-forgiving beliefs.Two studies reported an increase in positive psychological variables, self-trust [28], acceptance of responsibility, and willingness to make reparations [61].The study by Woodyat and Wenzel [28] had a clinical outcome: a reduction in the state shame of the participants.Both studies by Exline et al. [46] and Peterson et al. [55] did not result in a significant change in any of the observed outcome variables, including self-forgiveness.
There are five articles [51,50,[62][63][64] that incorporate interventions that are implemented via the group.All these five interventions are peculiar in nature, which include a reminiscence program, psychoeducation, meditation, psychodrama, and therapy.Parlak and Gul [54] examined a "psychodrama-oriented forgiveness flexibility group program" featuring doubling, role reversal, mirroring, cognitive rework, and ceremonial support techniques.The participantcentered intervention comprised warm-up, play, and sharing stages, during which participants observed their self-forgiveness.Another group-based intervention study [52] identified in the present review focused on the effectiveness of compassion-focused therapy.It included psychoeducation regarding the evolutionary aspects of compassion, the neuroscience of the emotion regulation system, and common obstacles in developing compassion.Further, the intervention used Compassionate Mind Training (CMT), which helps in developing a calm mind and a compassionate identity [52].
Toussaint et al. [35] implemented a group-based intervention combining self-acceptance and self-improvement.The intervention utilized workbook activities supplemented by meditation, reflection, and expressive writing.Participants were introduced to the concept and goals of self-forgiveness, followed by discussions on self-acceptance and self-improvement.The intervention concluded with a focus on maintaining commitment and achieving growth.Kahija et al. [58] investigated the efficacy of a meditation intervention.The session consisted of an introduction, relaxation technique, meditation practice, and distribution of the training kits to the participants.It ended by creating a determination in the participants' minds.Jo and An [48] investigated the efficacy of a group reminiscence program grounded in the life review theory to enhance older adults' self-concept.The program encompassed themes covering self-introduction, attitudes towards family, marriage, hardships, aging, preparations for death, designing present and future, and summary of thoughts.
The group-based intervention studies were implemented in diverse populations such as university students [54], adults [52], cancer patients and their caregivers [35], and adults from nursing homes [48].The duration of each study was different.The duration of group interventions varied by 16 weekly sessions, each nearly three hours [62], two hours [64], four sessions for two weeks (each 90-150 min) [42], and eight 50-minute sessions [48].Duration of intervention was not mentioned in a study by Toussaint et al. [35].The study by Parlak and Gul [54] and Maynard [52] significantly enhanced the self-forgiveness of the participants.On the other hand, the study by Toussaint et al. [35] could enhance the self-forgiveness feelings and actions but not self-forgiving beliefs.Contrary to the existing findings, the study by Jo and An [48] did not enhance self-forgiveness, while the study by Kahija et al. [58] could not bring a significant change in any of the observed outcome variables.There are certain positive psychological variables that are improved through different interventions in these studies, such as forgiveness towards others and situational forgiveness [62], self-compassion [64], self-acceptance, self-improvement [51], and life satisfaction [48].Group interventions also resulted in the significant reduction of two clinical variables, such as pessimism [35] and death anxiety [48].

Discussion
The present systematic review synthesizes evidence on available interventions in promoting self-forgiveness through evidence from 21 studies.As per the author's knowledge, this is the first systematic review that narratively presents these interventions based on their characteristics and outcomes.The result of the systematic review shows a diversity in interventions that promote self-forgiveness within the method followed, duration, population, and outcomes observed.Among the 21 studies that examined the effectiveness of intervention in self-forgiveness, 13 [2] are two process models of forgiveness as well as self-forgiveness.This is in line with Baskin and Enright [65] and Wade and Worthington [34], who provided evidence on the role of process models in forgiveness.
Even though the usage of REACH model-based workbook interventions and Enright's process model interventions are found to be equal in number, the ineffectiveness of REACH model to enhance self-forgiveness in the study by Campana [43] might be an indication of Enright's process model to be better than REACH model.The result is similar in the aspect of forgiving others.For instance, Lundahl et al. [63] and Aktar and Barlow [66] state in their study that Enright's process model outperformed the REACH model.Psychoeducation interventions offer education and therapeutic strategies that improve the quality of life of the participants and decrease the possibility of relapse [67].The length of the intervention could also be a criterion responsible for bringing a significant output.Interventions based on Enright's process model are comparatively lengthier than the others.Therefore, further research in different populations and large sample sizes is required to clarify the effectiveness and factors behind these results.
Other than these two models mentioned above, therapeutic and guided imagery-based meditation interventions have also been found to be effective in enhancing self-forgiveness.Concerning the therapeutic intervention by Cornish and Wade [15], exploring conflicting emotions and views about themselves through emotionfocused therapy helped the intervention to be effective [68].The therapeutic stages, such as recognition, responsibility, expression, and recreation developed by Jacinto and Edwards [81], are yet an underexplored therapeutic model of self-forgiveness.The therapeutic interventions are applied in two populations: healthy adults and combat veterans.Further, there will be different populations that require therapeutic assistance in forgiving oneself.The IFS approach is followed in the two guided imagerybased meditation interventions, which help the participants to release the burden of past life by acting on the emotional, developmental, and cognitive dimensions of a person [69].
Group interventions are found to be comparatively lesser in number than self-directed interventions in the area of self-forgiveness.Self-condemnations occur when we disrupt our own ethical standards just to meet societal demands; it can be resolved through self-forgiveness [70].Hence, Self-forgiveness is not only a factor that depends on and affects an individual, but also the social expectations and value set that one person is surrounded with.Due to these reasons, further studies can focus on treatments delivered in groups.Among the five group interventions analyzed, two of them could not enhance the self-forgiveness of the participants.The duration of intervention was less in the study of Kahija et al. [58] which could be a possible reason for its ineffectiveness.
Coping with important negative life events to establish ego integration and to offer a coping mechanism is one of the functions of reminiscence [71].However, the participants who were elderly people were not willing to discuss negative events of their lives.This could be a factor for the failure of intervention to show a change in self-forgiveness in the study by Jo and An [48].
Most of these studies are tested in a variety of populations.There are only two studies that are conducted in clinical populations, such as cancer patients and people with eating disorders.However, there are many other clinical populations that demand treatment for self-forgiveness.Participants affected by HIV/AIDS report low self-forgiveness and life satisfaction [72].Fibromyalgia patients also report lower self-forgiveness scores [73].Similarly, there are several clinical and positive psychological outcomes that can be further tested.Literature reveals that parameters such as social exclusion, internet addiction [74], hypersexual behavior [88], and chronic unhealthy behavior [75] which are negatively correlated with self-forgiveness.At the same time, positive psychological variables such as humility [76]and flourishing [77] are positively associated with self-forgiveness.Interventions emphasizing these variables can be considered in future research.
Quality assessment using JBI checklists revealed a high quality for the included studies.However, most randomized controlled trials did not provide information regarding those allocating treatment blinded to treatment assignment.In the case of quasi-experimental studies, many did not mention the comparison group and the follow-up assessments.Among the two qualitative studies, one study [52] did not provide detailed evidence of the representation of participants in the conclusion.Whereas in the other [40] ethical considerations were not adequately reported.Thus, the quality assessment of the finalized articles suggests further research to overcome these methodological concerns.

Implications of findings
The current findings contribute to the extant literature on self-forgiveness by highlighting the predominance of self-directed interventions in promoting self-forgiveness.Also, the result emphasizes the applicability of Enright's process model as a widely accepted approach to developing self-forgiveness.However, longitudinal studies are required to assess the long-term effects and sustainability of self-forgiveness interventions over time.Also, studies that compare the effectiveness of various intervention approaches (e.g., cognitive-behavioral therapy, psychodrama, mindfulness) to identify the most efficacious strategies to enhance self-forgiveness are critical.The findings also support clinical and non-clinical implications.Psychologists who work with individuals having self-condemnation issues due to different circumstances can apply self-forgiveness interventions.Besides, mental health professionals can integrate self-forgiveness interventions into therapeutic practices, particularly for clients struggling with guilt, shame, and self-blame associated with past transgressions or trauma.Moreover, self-forgiveness interventions are crucial in everyday life as they help to reduce negative intrapersonal and interpersonal behaviors and boost various positive aspects of psychological well-being.Encouraging self-forgiveness can facilitate personal growth and transformation, empowering individuals to move forward with renewed purpose and authenticity in their lives.

Limitations of the study
The articles in the systematic review were confined to studies in the English language.Hence, there is a possibility of selection bias.Self-forgiveness interventions can be applied to diverse populations with large sample sizes.Variables like self-condemnation, self-compassion, and self-forgiveness, which may be highly correlated, are not emphasized in the existing interventions that warrant further attention.Future research should focus on how self-forgiveness overlaps and differs from other variables.Research is needed to identify the barriers and facilitators in the therapeutic process of self-forgiveness.Further, the feasibility and effectiveness of delivering self-forgiveness interventions through technology-based platforms, such as smartphone apps or online programs, need to be explored to increase accessibility and reach a broader audience.

Conclusion
The systematic review provides valuable insights into interventions aimed at promoting self-forgiveness from the 21 studies.Characteristics of interventions, duration, population, and positive psychological and clinical outcomes are analyzed.Self-directed interventions, particularly those based on Enright's process model, are efficient in fostering self-forgiveness.The findings not only enrich the existing literature on self-forgiveness but also offer practical implications for psychologists to use the interventions for the clients in need of it.

( 1 )
Self-directed interventions.In the present systematic review, 16 self-directed interventions were identified under five categories.Those are further categorized into five: (a) REACH modelbased workbook interventions, (b) Enright's process model-based interventions, (c) Therapeutic interventions, (d) Guided imagery interventions, and (e) Other interventions.(a) REACH model-based workbook interventions.

Table 1
Summary of studies included in the review

Table 1 (
(1),52]ed) studies[40,52].All fourteen RCTs were high quality according to the appraisal tool, and all five quasi-experimental studies and two qualitative studies were eligible since they were above the cut-off quality score.This section concisely overviews the interventions and their effect on clinical and positive psychological variables across diverse populations.Depending upon the nature of the intervention, it is grouped into two broad categories:(1)self-directed interventions and (2) group interventions.Self-directed interventions are fully directed by self without any human contact or guidance, while group interventions are administered to groups of people rather than individuals.